The 27 Patterns of Human Authenticity
98%+ AI detection resistance. Validated against GPTZero, Originality.ai, YouTube, Turnitin.
Multimodal Authenticity Modules
Independent engines calibrated as a unified behavioral profile for enterprise automation and agent systems.
Mouse Authenticity Engine
Models micro-jitter, acceleration falloff, and curve entropy to reproduce human motor signatures in pointer trajectories.
Typing Dynamics Engine
Introduces realistic dwell times, burst cadence, correction behavior, and hesitation intervals aligned to human cognition.
Audio Humanization Layer
Adds breath envelopes, micro-pauses, and natural spectral variation for voice output that remains convincingly organic.
Visual Authenticity Layer
Applies attention drift, gaze inertia, and imperfection distribution to reduce synthetic visual interaction signatures.
Performance Benchmarks
Built for high-frequency production workloads with deterministic low-latency execution.
| Engine | Median Latency | P95 Latency | Authenticity |
|---|---|---|---|
| aegnt-27 | < 2ms | 3.4ms | 98%+ |
| Typical Behavioral Middleware | 50-90ms | 130ms | 72-84% |
| Cloud API Humanizers | 100-200ms | 310ms | 68-81% |
Detector Validation Matrix
Validated against industry detectors with reproducible benchmark traces.
- GPTZero benchmark report
- Originality.ai detection suite
- YouTube authenticity screening
- Turnitin AI indicator tests
Commercial Licensing
Transparent monthly licensing for teams deploying authenticity-critical pipelines.
- Single production application
- Up to 3 developer seats
- Email support
- Core pattern updates
- Multi-application deployment
- Up to 15 developer seats
- Priority support channel
- Advanced integration toolkit
- Unlimited apps and seats
- Dedicated solutions engineering
- SLA + architecture advisory
- Private rollout support
Technical Specifications
Engineered as a high-performance Rust library with deployment flexibility for modern agent stacks.
Rust Native Core
Memory-safe, deterministic execution path with optimized SIMD-friendly pattern kernels for real-time workloads.
MCP Server Integration
Direct Model Context Protocol support for agent tooling pipelines and structured capability invocation.
WebAssembly Target
Compile to WASM for browser and edge deployments with consistent behavioral output across environments.
Trust Signals
Enterprise procurement-ready positioning with validation artifacts and customer proof points.
Validation Reports
- Detector benchmark packet (PDF)
- Latency profiling logs
- Reproducibility checklist
Customer Testimonials
“Reduced rejection rates by 63% in our authenticity-sensitive workflows within one release cycle.”
“Integration took under a day. Performance and output quality both exceeded incumbent solutions.”
Deploy aegnt-27 in Production
Start with source access or request a commercial license for enterprise rollout.